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zhangzhiancas's Projects

-crop-type-mapping icon -crop-type-mapping

Source code to Rußwurm & Körner 2019. Self-Attention for Raw Optical Satellite Time Series Classification

cloud_segmentation_comparative icon cloud_segmentation_comparative

Officiel implementation of the paper BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery

cloudpee-net icon cloudpee-net

A robust encoder-decoder architecture for cloud detection from satellite remote sensing images

geemap icon geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets.

global-cropland-mapping icon global-cropland-mapping

using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data

multi-modal-crop-classification icon multi-modal-crop-classification

Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published in KDD Applied Data Science Track 2020

python-fmask icon python-fmask

A set of command line utilities and Python modules that implement the ‘fmask’ algorithm

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